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Remote Sensing Techniques fro Land Use Classification Using IRS

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Remote Sensing Techniques fro Land Use Classification Using IRS

... to decide which method provides better land use classification. Image ... result of the study indicate that the result will follow the same trend either we will adopt any of the method to analysis change detection of ... Land use and land cover change detection through remote sensing ...

http://www.asciencejournal.net/asj/index.php/GIST/article/downloadSuppFile/297/116

Date added: July 1, 2012 - Views: 30

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A change detection analysis - International Cartographic ...

... GIS data modelling and remote sensing applications. ... The classified images were combined to create a new change image classification, ... Change detection. Change analysis: 1st image vs 2nd image. Use Change Matrix: ...

http://icaci.org/files/documents/ICC_proceedings/ICC2007/documents/doc/THEME%2011/Oral%201/MAPPING%20POST%20APARTHEID%20SETTLEMENT.doc

Date added: March 10, 2012 - Views: 16

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CHANGE DETECTION IN LAND USE AND LAND COVER THROUGH DIGITAL ...

Title: CHANGE DETECTION IN LAND USE AND LAND COVER THROUGH DIGITAL IMAGE PROCESSING OF REMOTE SENSING DATA AND GIS Author: Opeyemi Zubair Last modified by

http://geospatialworld.net/uploads/thesis/OpeyemiZubair_ThesisDOC.doc

Date added: April 8, 2014 - Views: 2

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Retrospective analysis of remote sensing data

Retrospective analysis of remote sensing data for forest resources ... Landsat, change detection, classification, inventory forest maps ... The forest types interpretation was conducted through spectral-based classification. The image difference and Principal Component Analysis were ...

http://www.scanex.com/en/publications/pdf/publication57.doc

Date added: July 31, 2013 - Views: 4

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Study Guide - University of North Carolina at Chapel Hill

Advanced Remote Sensing. Spring 2008. I. Concepts: 1. Change detection. 2. Multidate composite image. 3. Guided Clustering. 4. End member. 5. Spectral library

http://unc.edu/courses/2008spring/geog/577/001/www/StudyGuide.doc

Date added: June 30, 2014 - Views: 1

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Mangrove forest structure and coverage change analysis using ...

mangrove forest structure and coverage change analysis using remote sensing and geographical information system technollgy a case study of can gio mangrove biosphere reserve,

http://www.rufford.org/files/48.12.09%20Detailed%20Final%20Report.doc

Date added: June 26, 2013 - Views: 8

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www.saudigis.org

Post-classification change detection image between the dates 1994 and 2007. ... H. Liu, and Q. Zhou, “Accuracy analysis of remote sensing change detection by rule-based rationality evaluation with pos-classification comparison”. International Journal of Remote Sensing, ...

http://www.saudigis.org/FCKFiles/File/Documents_2009/Papers/8_HouseinMashee_KSA.doc

Date added: May 6, 2013 - Views: 3

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The official text book for the course is

The course provides an overview of the various formats of digital image data. Analysis of information will include image rectification and registration, image classification, change detection and time ... http://planet.uwc.ac.za/nisl/Remote_sensing/Word_docs/Change%20Detection%20Exercis_1.doc ...

http://planet.uwc.ac.za/nisl/Remote_sensing/Word_docs/Course_description.doc

Date added: March 17, 2014 - Views: 3

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HYPERSPECTRAL REMOTE SENSING – AN OVERVIEW - Dr.Rajamanickam

In remote sensing applications the actual mathematical analysis of waveforms is rarely ... Hyperspectral change detection has many advantages over multispectral data in detecting and discriminating surface properties ... Some fundamentals and methods for hyperspectral image data analysis.

http://mrajamanickamcoastrsgis1979.yolasite.com/resources/Hyperspectral_paper/Research%20Paper-Hyperspectral-1a.doc

Date added: March 25, 2012 - Views: 17

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Review Questions for 1st Exam - University of Wyoming

Classification. 1. Understand the ... Change vector analysis. Image display. What is a transition matrix? How is it used? What issues must be considered when using multi-date imagery to map change detection? Thermal Remote Sensing.

http://www.uwyo.edu/rs4111/review_final_exam_f13.docx

Date added: January 3, 2014 - Views: 2

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COMPARING SPECTRAL AND OBJECT BASED APPROACHES FOR ...

The image classification however suffered a major setback ... T., and Kiefer, R. (2000). Remote Sensing and Image Interpretation (4th ed ... Comparison of object oriented classification techniques and standard image analysis for the use of change detection between SPOT ...

http://www.ncrste.msstate.edu/archive/projects/msu/sunil_asprs04.doc

Date added: August 18, 2013 - Views: 2

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www.jntuk.edu.in

... Supervised, Unsupervised and Hybrid training, Non-parametric and sub-pixel classification, Hyper-spectral Image analysis. ... Change Detection algorithms. Unit VIII . Image Analyses and ... Springer-Verlag, “Remote Sensing Digital Image Analysis” 1999. Rafael C.Gonzalez, “Digital ...

http://www.jntuk.edu.in/directorates/assets/newup/upimg/311032011.doc

Date added: October 9, 2012 - Views: 18

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Workshop outline for urban remote sensing - EORSA 2014

... he works as a science leader for the land cover change classification and impact research including development of new prototype approach for ... on remote sensing and GIS analysis of urban ecological. and ... urban growth detection, image analysis algorithms, and the ...

http://eorsa2014.org/Workshop%20outline%20for%20urban%20remote%20sensing.doc

Date added: May 10, 2014 - Views: 1

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4

Satellite Remote Sensing. for Environmental Analysis. Lecture T, Th 11:40-12:55 LSRC A211. LAB T, Th 1:15 ... image analysis, classification) coupled with practical applications (land cover mapping, change analysis, ground truth techniques). ... Change detection.

http://sites.nicholas.duke.edu/jenniferswenson/files/2012/02/RemoteSensing_ENV357_Fall2011_schedulesyllabus_14nov2011.docx

Date added: June 29, 2014 - Views: 1

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GEOG 603: PROJECT PROPOSAL - National GIS Symposium

... Change Detection, Image Algebra, ... the Image Algebra Method and the Post Classification Analysis Method. ... Latifovic, Rasim. "Change Detection." Satellite Remote Sensing in Assessing the environmental impact of large scale surface mining operations.

http://www.saudigis.org/FCKFiles/File/SaudiGISArchive/5thGIS/Papers/T4_1.docx

Date added: October 6, 2011 - Views: 22

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GEOG4/6350 Lab 6 - University of West Florida

... and 4 are supplied and to be used for analysis. Land use classification maps for the two images are also provided for post ... In remote sensing it is useful in land use/land cover change analysis such as monitoring ... and creates a change detection image as an output. Begin by ...

http://uwf.edu/zhu/geo4133/lab_handout/lulcc.doc

Date added: March 20, 2014 - Views: 1

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Introduction - Forests, Lands and Natural Resource Operations ...

Recommendations on using remote sensing to monitor goat winter ranges5. ... “light detection and ranging system” is capable of mapping both terrain and vegetation structure at <1 m resolution ... cost saving can be significant if image classification ...

http://www.for.gov.bc.ca/hfp/frep/values/wildlife/Recommendations-remote-sensing-monitor-mountain-goat-habitat-DRAFT.docx

Date added: January 1, 2014 - Views: 3

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Lab Instructions - University of Texas at San Antonio

... Remote Sensing, Earth and Environmental Science, UTSA. Student Name: _____ ... select a Classification image representing the Initial State ... Add only the classes you wish to include in the change detection analysis ...

http://www.utsa.edu/LRSG/Teaching/EES5053-06/Lab6_Instruction.doc

Date added: December 10, 2012 - Views: 2

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1 - Cornell University

... Bahamas: A comparative spectral classification approach. ... Using SHOALS lidar System to Detect Bottom Material Change. IEEE Geoscience and Remote Sensing Symposium 2002 ... F. and W. Philpot (2002). A Derivative-aided Hyperspectral Image Analysis System for Land-cover Classification ...

http://ceeserver.cee.cornell.edu/wdp2/cee6100/6100_Project/Examples%20Proposals/Lidar-hyperspectral/Lidar-Hyperspec%20-%20proposal.doc

Date added: January 29, 2013 - Views: 5

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A N D H R A U N I V E R S I T Y

... Remote Sensing and Image interpretation ... contextual information, feature - sub-feature study, classification accuracy. Change detection - the nature of change detection, change ... Application of Remote sensing and GIS in Environmental analysis. 1) Change detection and mapping ...

http://www.andhrauniversity.edu.in/syllabus/mtechrsrg.doc

Date added: July 10, 2013 - Views: 13

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Preliminary Review of the Remote Sensing of the Forest Health ...

... (2004) conducted temporal image analysis to assist ... D.W., Morris, M., and Blundell S. 2004. A change detection system for natural ... Flynn, L., Garbeil, H., Harris, A., and Pilger, E. 2002. Automated volcanic eruption detection using MODIS. Remote Sensing of Environment, 82 ...

http://hydrology1.nmsu.edu/Lake%20evaporation/Reports%20and%20papers/Review%20of%20Remote%20Sening%20Forest%20Health%2001%2031%202007.doc

Date added: October 18, 2011 - Views: 31

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DST - NRDMS Sponsored Training Programme - Indian Institute ...

Advanced Techniques in Satellite Image Analysis for Remote Sensing. Venue : CSRE, IIT Bombay. Date : ... Satellite Image Classification. 4. Neural Networks. 5. Fuzzy Logic. 6. Genetic Algorithms. ... Change Detection Techniques. 20. Image Compression. 21.

http://www.iitb.ac.in/~qip/Modified_Brochure.doc

Date added: August 14, 2013 - Views: 3

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A N D H R A U N I V E R S I T Y - :: Welcome to Andhra ...

... Xiuping Jia. Remote Sensing Digital Image Analysis – An Introduction – Springer Berlin Heidelberg, New York. GI 303 Database ... Enhancements, spectral indices, data compressions techniques, Classification approach, Change detection techniques, Accuracy estimation criteria ...

http://www.andhrauniversity.edu.in/syllabus/btechgeo.doc

Date added: July 1, 2013 - Views: 51

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Use of airborne remote sensing to detect riverside Brassica ...

A classification of the image shown in Fig. 1b compiled using 200 clusters and 12 iterations ... “The application of satellite remote sensing and spatial proximity analysis techniques to observations on the grazing of ... a comparison of change detection techniques,” International ...

http://centaur.reading.ac.uk/1644/1/Elliottetal_JARS_u.doc

Date added: August 7, 2013 - Views: 3

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USING REMOTE SENSING DATA TO DETECT SEA LEVEL CHANGE

Title: USING REMOTE SENSING DATA TO DETECT SEA LEVEL CHANGE Author: Michael Kostiuk Last modified by: Michael Kostiuk Created Date: 11/1/2007 7:30:00 AM

http://web.ncf.ca/fd978/rs4slc/MKostiukisprsdenver.doc

Date added: August 18, 2013 - Views: 2

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Objectives of the course - Clark University

Aug 29 Introduction to Remote Sensing and Image Processing : Part 1. Remote Sensing. ... Change Analysis Part 2. Homework assignment 6: Change detection. Nov 7 Image Classification Part 3: Limitations of Spectral Information .

http://www.clarku.edu/departments/idce/docs/syllabi/IDCE%20371%20Syllabus.doc

Date added: June 19, 2012 - Views: 8

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INTRODUCTION AND BACKGROUND - Regional Resource Centre for ...

Defining the Classification scheme needs to be carefully designed prior to the analysis of any remote sensing data. A simple Classification definition of ... before going to do the real analysis. Image Data In remote sensing, ... from digital change detection analysis will not have ...

http://www.rrcap.ait.asia/lc/cd/html/training/trainingmannual.doc

Date added: February 22, 2013 - Views: 13

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Introduction

We have compared change detection capabilities of different ... also for the Bam test case the combined use of optical and SAR data still confirms a clear improvement of the image classification ... Richard, J.A., 1986, Remote Sensing Digital Image Analysis: An Introduction, Springer ...

http://www.earth-prints.org/bitstream/2122/1821/3/IJRS_Stramondo_damage.doc

Date added: October 25, 2011 - Views: 6

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INTRODUCTION - International Cartographic Association

... remote sensing image data processing and analyzing system; ... principal component analysis and CVA (Change Vector Analyses) ... the post-classification change detection process by overall man-machine conversational interpretation has not critical requirement for the image quality.

http://icaci.org/files/documents/ICC_proceedings/ICC2001/icc2001/file/f05031.doc

Date added: May 6, 2013 - Views: 2

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resume-v3

Remote Sensing Image Analysis and Application ... Regional environmental modeling and Land use/cover change detection . ... JIAO Cuicui, ZHOU Demin*, LI Na, 2011, Scale Issues of Wetland Classification and Mapping Using Remote Sensing Images: A Case of Honghe National Nature Reserve in ...

http://cret.cnu.edu.cn/instructor/zhoudemin/CV_deminZHOU.DOC

Date added: May 10, 2013 - Views: 3

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REMOTE SENSING IMAGE PROCESSING METHODS APPLICABLE TO THE ...

Title: REMOTE SENSING IMAGE PROCESSING METHODS APPLICABLE TO THE GREAT LAKES SHORELINES Author: tanis Last modified by: Roger Gauthier Created Date

http://wiki.glin.net/download/attachments/526/GL+Implementation+Appendix+B+Draft.doc

Date added: September 3, 2011 - Views: 39

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Remote Sensing - Santa Monica College

A remote sensing image created using data collected from more than one band in the electro-magnetic spectrum. ... Detection – an object is ... USGS Land Use Classification. Analysis of area development means to be able to identify and map land use and land cover change over time.

http://homepage.smc.edu/drake_vicki/Remote%20Sensing%20Part%202.doc

Date added: May 27, 2013 - Views: 3

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GEO4133/5139 - University of West Florida

Jensen, J.R. 1996. Introductory digital image processing: A remote sensing perspective. ... Land use change detection using post-classification comparison. ... Land use/cover change detection from remote sensing: case studies. 3.

http://uwf.edu/zhu/EVR6930/EVR6930.doc

Date added: February 12, 2014 - Views: 2

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CSSJournals_ManuscriptPreparationGuidelines

... Image classification, Object based image . analysis, ... “A framework for change detection based on image objects”, ... and W.R. Eisner, “Satellite remote sensing classification of thaw lakes and drained thaw lake basins on the North Slope of Alaska”. Remote Sensing of ...

http://www.cscjournals.org/csc/manuscript/Journals/SICN/volume0/Issue0/SICN-1.doc

Date added: June 21, 2013 - Views: 3

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Chapter 1

What are some of the considerations concerning your remote sensing system that you must take into account when conducting ... What are the effects of tidal stage on image classification. What is change detection using write function memory ... What is Image Algebra change detection? 10a (269 ...

http://web.pdx.edu/~emch/ip1/emch%20questions.doc

Date added: May 11, 2013 - Views: 2

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www.researchgate.net

... data bases and image analysis techniques, ... 2006. Fuzzy learning vector quantization for hyperspectral coastal vegetation classification. Remote Sensing of Environment, 100, 512-530. Gallagher, J.L. and Plumley ... Remote Sensing Change Detection: Environmental Monitoring Methods and ...

http://www.researchgate.net/profile/Victor_Klemas/publication/235325011_Remote_sensing_of_coastal_wetland_biomassAn_overview/file/d912f5123c349c62b1.docx

Date added: March 11, 2014 - Views: 2

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LU_Proposal_GypsyMoth_8_1_07dw - Del Mar College

perform an unsupervised classification. calculate change detection statistics between two images. ... and it’s true for remote sensing analysis. Remote sensing is a very powerful tool, ... (or any image processing software) ...

http://igett.delmar.edu/Dropbox/perkins/Perkins_Webpage_Link.doc

Date added: June 13, 2013 - Views: 8

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Chapter 2 The remote sensing process - whu.edu.cn

These data are then used to select corresponding pixels in the remote sensing image. In the classification training stage, ... and urban heat island analysis. Remote sensing of thermal radiation measures the radiant ... frequent enough in their collection for change detection over a required ...

http://jpkt.whu.edu.cn/jpkc2006/rsgis/teach.net/shuangyu/Chapter%202%20The%20remote%20sensing%20process.doc

Date added: December 30, 2013 - Views: 5

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Adikavi Nannaya University, Rajahmundry

Remote Sensing and Image Interpretation by THOMAS LILLESAND AND RALPH W KEIFER published by John Wiley ... Unsupervised classification: clustering analysis. ... reduction of hyper spectral data; sub pixel classification, indices developed for hyper spectral data; Digital change detection, ...

http://geoole.weebly.com/uploads/2/9/1/7/2917284/geoinformatics_syllabus.doc

Date added: September 15, 2011 - Views: 37

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www.bgu.ac.il

Image analysis, classification and change detection in remote sensing Canty, Morton John . G 70.4.C36 2007 . Remote sensing image analysis Jong, Steven M. de, 1962- G 70.4.J66 2006 . Braided rivers edited by Gregory H. Sambrook Smith ... [et al.].

http://www.bgu.ac.il/aranne/new_books/0708/hevra.doc

Date added: August 10, 2013 - Views: 6

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Name: AHMED ABDELHADI ABUBAKER Nationality: Libyan

... -“Urban Change Detection based on a Supervised Classification Approach using Spot XS and Landsat TM Images”. ... Part time research assistant to a research group of Remote Sensing/Image Analysis, ... Tasks included image processing and remote sensing applications analyst.

http://2014.geotunis.org/files/2013/10/TAREK-MOKHTAR-EL-ASWED.doc

Date added: May 12, 2014 - Views: 1

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STANDARD COURSE OUTLINE - California State University, Long Beach

... remote sensing, cartography, GIS, and geostatistics. Course fee may be required (3 hours laboratory and field activity). ... Image Classification. Unsupervised. Supervised. Change Detection. Examination #2. Selected Applications. Vegetation Indexes. Band Ratioing. Image Enhancement.

http://www.csulb.edu/depts/geography/curriculum/141SCO.doc

Date added: September 23, 2011 - Views: 46

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www.bu.edu

Spatial modeling and analysis; Digital image processing. ... Classification and change detection using Landsat TM data: When and How to Correct Atmospheric Effects? Remote Sensing of ... "Assessment of Landuse and Landcover Change Using Remote Sensing and Artificial Neural Networks," S ...

http://www.bu.edu/bio-geo/files/2011/04/Curtis-Long-CV.docx

Date added: November 27, 2013 - Views: 3

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jntuk.edu.in

Land Use/Land Cover: concepts – classification: USGS, NRSA ... Remote Sensing and Image Interpretation, Lillisand T.M., Kiefer, P.W., ... Change detection study . SIT-2.8 SIT LAB –II (IMAGE INTERPRETATION ...

http://jntuk.edu.in/directorates/assets/uploadPdf/JNTUK-DAP-Course%20Structure%20&%20Syllabus%20of%20%20M.Tech%20%28%20Spatial%20Information%20Technology%29-%20II%20Sem%20-%2017-03-2011.doc

Date added: June 14, 2013 - Views: 8

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Abstract1

Image classification. Supervised classification, using Maximum Likelihood ... Change detection is a very common and powerful application of satellite based remote sensing. Change detection analysis entails findings the type, amount and location of land use changes that are taking place ...

http://www.waternetonline.org/Symposium/10/full%20papers/Water%20and%20Land/Kashaigili%20J.doc

Date added: October 22, 2013 - Views: 3

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Jennifer M

... watershed analysis and land cover change detection using remotely sensed data (satellite optical, radar, ... "Introduction to Remote Sensing Data" "Image Processing and Enhancement" "Image Classification"

http://www.jennifermcorcoran.com/About_Me_files/JMC_CV2014_current.doc

Date added: May 20, 2014 - Views: 1

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Land zoning - Environmental Expert

... land use change detection and land use change impact analysis. Land use change detection ... and (c) principal component analysis. Prior classification ... Two basic steps of image processing are required before carrying out land use change detection. When time-series remote sensing ...

http://www.environmental-expert.com/Files/24869/articles/15955/Landzoning.doc

Date added: August 18, 2013 - Views: 1

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Programma course Remote Sensing (GRS-20306) Nov/Dec 2006

Program course Remote Sensing (GRS-20306) March/April 2013. All mornings week 27-32, ... Image classification Bartholomeus PC37 9 ... 24 11 Apr. Change detection and time series analysis. Herold. Bartholomeus PC37 14 25 12 Apr.

http://www.geo-informatie.nl/courses/grs20306/course/Schedule/Schedule.doc

Date added: September 10, 2013 - Views: 1

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Review of Remote-Sensing and GIS Technologies and Approaches

A remote-sensing, image-analysis approach to monitoring particular water parameters is actually better suited to standing water bodies; ... Good vegetation classification results (>80% accuracy) ... Optical data can approach change detection of these small features, ...

http://www.gcmrc.gov/library/reports/GIS/Davis2002c.doc

Date added: October 30, 2011 - Views: 30

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Classification of tidal wetlands vegetation using ...

To be used in the context of a remote sensing image classification, ... P., Willhauck, G., Lingenfelder, I. & Heynen, M. (2004). Multi-resolution, object-oriented fuzzy analysis of remote sensing data for ... Bauer, M.E. (1996). Digital change detection in forest ecosystems with remote sensing ...

http://mgilmore.web.wesleyan.edu/phragms/phragmanuv4.doc

Date added: October 9, 2011 - Views: 23